| Distribution Preserving Graph Representation Learning | Feb 27, 2022 | Graph ClassificationGraph Learning | —Unverified | 0 |
| Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting | Feb 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Learning Multi-Object Dynamics with Compositional Neural Radiance Fields | Feb 24, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Cooperative Behavior Planning for Automated Driving using Graph Neural Networks | Feb 23, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Targeting occupant feedback using digital twins: Adaptive spatial-temporal thermal preference sampling to optimize personal comfort models | Feb 22, 2022 | Graph Neural Network | —Unverified | 0 |
| Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation | Feb 21, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics | Feb 21, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Graph Spring Network and Informative Anchor Selection for Session-based Recommendation | Feb 19, 2022 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network | Feb 19, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction | Feb 16, 2022 | Graph Neural Network | —Unverified | 0 |
| When Does A Spectral Graph Neural Network Fail in Node Classification? | Feb 16, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service | Feb 16, 2022 | Cloud ComputingGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Scheduling for Multi-UAV-Enabled Communications in D2D Networks | Feb 15, 2022 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network | Feb 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network | Feb 13, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Geometric Graph Representation Learning via Maximizing Rate Reduction | Feb 13, 2022 | Community DetectionContrastive Learning | —Unverified | 0 |
| Neural NID Rules | Feb 12, 2022 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network | Feb 12, 2022 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach | Feb 11, 2022 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Survey on Graph Neural Network Acceleration: An Algorithmic Perspective | Feb 10, 2022 | Graph Neural NetworkSurvey | —Unverified | 0 |
| Multimodal Audio-Visual Information Fusion using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement | Feb 9, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Graph Neural Network with Curriculum Learning for Imbalanced Node Classification | Feb 5, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| A Graph Neural Network Framework for Grid-Based Simulation | Feb 5, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Rediscovering orbital mechanics with machine learning | Feb 4, 2022 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |